{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import numpy as np\n",
    "import numpy.ma as ma\n",
    "\n",
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
    "import cmocean\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:               (sar_lines: 4999, sar_samples: 5213,\n",
       "                           sar_sample_2dgrid_points: 21,\n",
       "                           sar_line_2dgrid_points: 21, 2km_grid_lines: 199,\n",
       "                           2km_grid_samples: 208)\n",
       "Dimensions without coordinates: sar_lines, sar_samples,\n",
       "                                sar_sample_2dgrid_points,\n",
       "                                sar_line_2dgrid_points, 2km_grid_lines,\n",
       "                                2km_grid_samples\n",
       "Data variables: (12/29)\n",
       "    SIC                   (sar_lines, sar_samples) uint8 ...\n",
       "    SOD                   (sar_lines, sar_samples) uint8 ...\n",
       "    FLOE                  (sar_lines, sar_samples) uint8 ...\n",
       "    sar_grid2d_latitude   (sar_sample_2dgrid_points, sar_line_2dgrid_points) float64 ...\n",
       "    sar_grid2d_longitude  (sar_sample_2dgrid_points, sar_line_2dgrid_points) float64 ...\n",
       "    nersc_sar_primary     (sar_lines, sar_samples) float32 ...\n",
       "    ...                    ...\n",
       "    u10m_rotated          (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "    v10m_rotated          (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "    t2m                   (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "    skt                   (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "    tcwv                  (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "    tclw                  (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "Attributes:\n",
       "    scene_id:       20180607T184326_dmi_prep.nc\n",
       "    original_id:    S1B_EW_GRDM_1SDH_20180607T184326_20180607T184426_011271_0...\n",
       "    ice_service:    dmi\n",
       "    flip:           0\n",
       "    pixel_spacing:  80</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-e7aed3cd-b157-44fb-a97a-1ac814f3e8f4' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-e7aed3cd-b157-44fb-a97a-1ac814f3e8f4' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>sar_lines</span>: 4999</li><li><span>sar_samples</span>: 5213</li><li><span>sar_sample_2dgrid_points</span>: 21</li><li><span>sar_line_2dgrid_points</span>: 21</li><li><span>2km_grid_lines</span>: 199</li><li><span>2km_grid_samples</span>: 208</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-ee75fb3f-e178-460e-8a42-5bee18936f9c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ee75fb3f-e178-460e-8a42-5bee18936f9c' class='xr-section-summary'  title='Expand/collapse section'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-69a3b515-bde1-490f-a489-ffc2cbd3080b' class='xr-section-summary-in' type='checkbox'  ><label for='section-69a3b515-bde1-490f-a489-ffc2cbd3080b' class='xr-section-summary' >Data variables: <span>(29)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>SIC</span></div><div class='xr-var-dims'>(sar_lines, sar_samples)</div><div class='xr-var-dtype'>uint8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-76825f03-3f3a-46de-8987-eabc98f43ccd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-76825f03-3f3a-46de-8987-eabc98f43ccd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a163e29-6acb-4b96-82aa-490b237aec92' class='xr-var-data-in' type='checkbox'><label for='data-1a163e29-6acb-4b96-82aa-490b237aec92' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>polygon :</span></dt><dd>Sea Ice Concentration [%]</dd><dt><span>chart_fill_value :</span></dt><dd>255</dd></dl></div><div class='xr-var-data'><pre>[26059787 values with dtype=uint8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SOD</span></div><div class='xr-var-dims'>(sar_lines, sar_samples)</div><div class='xr-var-dtype'>uint8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-20bba0e7-002d-4d07-b0ea-e6f83a693451' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-20bba0e7-002d-4d07-b0ea-e6f83a693451' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9a264e84-46bb-40cd-9c1a-7ceda6465ba9' class='xr-var-data-in' type='checkbox'><label for='data-9a264e84-46bb-40cd-9c1a-7ceda6465ba9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>polygon :</span></dt><dd>Stage of Development</dd><dt><span>chart_fill_value :</span></dt><dd>255</dd></dl></div><div class='xr-var-data'><pre>[26059787 values with dtype=uint8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FLOE</span></div><div class='xr-var-dims'>(sar_lines, sar_samples)</div><div class='xr-var-dtype'>uint8</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8e07e7f4-25b9-4ad9-9ab2-901a2b3d1107' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8e07e7f4-25b9-4ad9-9ab2-901a2b3d1107' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2eeb6bbc-bb0e-4612-bd15-7ec1ee07eda7' class='xr-var-data-in' type='checkbox'><label for='data-2eeb6bbc-bb0e-4612-bd15-7ec1ee07eda7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>polygon :</span></dt><dd>Floe Size</dd><dt><span>chart_fill_value :</span></dt><dd>255</dd></dl></div><div class='xr-var-data'><pre>[26059787 values with dtype=uint8]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sar_grid2d_latitude</span></div><div class='xr-var-dims'>(sar_sample_2dgrid_points, sar_line_2dgrid_points)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-34081e7a-b30e-4146-95a6-22c2eb9f8dc7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-34081e7a-b30e-4146-95a6-22c2eb9f8dc7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-893166e2-6154-4a67-bb15-42be4a9c918d' class='xr-var-data-in' type='checkbox'><label for='data-893166e2-6154-4a67-bb15-42be4a9c918d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[441 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sar_grid2d_longitude</span></div><div class='xr-var-dims'>(sar_sample_2dgrid_points, sar_line_2dgrid_points)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bcc3449c-cd5f-4baf-8992-0b210dc959ce' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bcc3449c-cd5f-4baf-8992-0b210dc959ce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9c3d1e2a-b740-4bc3-b91a-e87378fca233' class='xr-var-data-in' type='checkbox'><label for='data-9c3d1e2a-b740-4bc3-b91a-e87378fca233' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[441 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nersc_sar_primary</span></div><div class='xr-var-dims'>(sar_lines, sar_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a36f55f4-08c0-45ea-b584-45ec1b34e7a4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a36f55f4-08c0-45ea-b584-45ec1b34e7a4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a902f3ae-089c-4b5a-bcf8-1c381a87de83' class='xr-var-data-in' type='checkbox'><label for='data-a902f3ae-089c-4b5a-bcf8-1c381a87de83' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>polarisation :</span></dt><dd>HH</dd><dt><span>upstream_id :</span></dt><dd>S1B_EW_GRDM_1SDH_20180607T184326_20180607T184426_011271_014B00_0BEC</dd><dt><span>description :</span></dt><dd>Sigma0 in dB</dd><dt><span>min :</span></dt><dd>-37.7266</dd><dt><span>max :</span></dt><dd>23.2563</dd><dt><span>variable_fill_value :</span></dt><dd>0</dd></dl></div><div class='xr-var-data'><pre>[26059787 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nersc_sar_secondary</span></div><div class='xr-var-dims'>(sar_lines, sar_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-62ba0092-3e3f-47f7-a013-ba46b472d4e3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-62ba0092-3e3f-47f7-a013-ba46b472d4e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55714d62-b7e1-4492-ba6c-81b3560bc5ae' class='xr-var-data-in' type='checkbox'><label for='data-55714d62-b7e1-4492-ba6c-81b3560bc5ae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>polarisation :</span></dt><dd>HV</dd><dt><span>upstream_id :</span></dt><dd>S1B_EW_GRDM_1SDH_20180607T184326_20180607T184426_011271_014B00_0BEC</dd><dt><span>description :</span></dt><dd>Sigma0 in dB</dd><dt><span>min :</span></dt><dd>-50.2484</dd><dt><span>max :</span></dt><dd>3.13781</dd><dt><span>variable_fill_value :</span></dt><dd>0</dd></dl></div><div class='xr-var-data'><pre>[26059787 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sar_incidenceangle</span></div><div class='xr-var-dims'>(sar_lines, sar_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-491730fe-07f2-4fc0-9624-790d15760e2b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-491730fe-07f2-4fc0-9624-790d15760e2b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e6ee1fb3-6e8e-4b93-993b-b07da8aa4598' class='xr-var-data-in' type='checkbox'><label for='data-e6ee1fb3-6e8e-4b93-993b-b07da8aa4598' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>variable_fill_value :</span></dt><dd>0</dd></dl></div><div class='xr-var-data'><pre>[26059787 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>distance_map</span></div><div class='xr-var-dims'>(sar_lines, sar_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d833b151-24d2-42eb-b6db-f6959b596793' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d833b151-24d2-42eb-b6db-f6959b596793' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-27b81498-5be9-449e-b39e-87f18de738a6' class='xr-var-data-in' type='checkbox'><label for='data-27b81498-5be9-449e-b39e-87f18de738a6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Distance to land zones numbered with ids ranging from 0 to 41</dd><dt><span>zonal_range_description :</span></dt><dd>\n",
       "dist_id; dist_range_km\n",
       "0; land\n",
       "1; 0 -&gt; 0.5\n",
       "2; 0.5 -&gt; 1\n",
       "3; 1 -&gt; 2\n",
       "4; 2 -&gt; 3\n",
       "5; 3 -&gt; 4\n",
       "6; 4 -&gt; 5\n",
       "7; 5 -&gt; 6\n",
       "8; 6 -&gt; 7\n",
       "9; 7 -&gt; 8\n",
       "10; 8 -&gt; 9\n",
       "11; 9 -&gt; 10\n",
       "12; 10 -&gt; 11\n",
       "13; 11 -&gt; 12\n",
       "14; 12 -&gt; 13\n",
       "15; 13 -&gt; 14\n",
       "16; 14 -&gt; 15\n",
       "17; 15 -&gt; 16\n",
       "18; 16 -&gt; 17\n",
       "19; 17 -&gt; 18\n",
       "20; 18 -&gt; 19\n",
       "21; 19 -&gt; 20\n",
       "22; 20 -&gt; 25\n",
       "23; 25 -&gt; 30\n",
       "24; 30 -&gt; 35\n",
       "25; 35 -&gt; 40\n",
       "26; 40 -&gt; 45\n",
       "27; 45 -&gt; 50\n",
       "28; 50 -&gt; 60\n",
       "29; 60 -&gt; 70\n",
       "30; 70 -&gt; 80\n",
       "31; 80 -&gt; 90\n",
       "32; 90 -&gt; 100\n",
       "33; 100 -&gt; 125\n",
       "34; 125 -&gt; 150\n",
       "35; 150 -&gt; 175\n",
       "36; 175 -&gt; 200\n",
       "37; 200 -&gt; 225\n",
       "38; 225 -&gt; 250\n",
       "39; 250 -&gt; 275\n",
       "40; 275 -&gt; 300\n",
       "41; 300 -&gt; inf\n",
       "</dd></dl></div><div class='xr-var-data'><pre>[26059787 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_6_9h</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-19aa0048-0ee5-4c76-8b26-f5095c437ad3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-19aa0048-0ee5-4c76-8b26-f5095c437ad3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-51019e31-3293-41e0-b58a-c8d05e0f8b68' class='xr-var-data-in' type='checkbox'><label for='data-51019e31-3293-41e0-b58a-c8d05e0f8b68' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>76.4453125</dd><dt><span>max :</span></dt><dd>263.453125</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 6.9GHz. Polarization: horizontal.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_6_9v</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9ac32434-ed6c-4399-8a88-d78732ad70bf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9ac32434-ed6c-4399-8a88-d78732ad70bf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bc060731-511a-4324-aa0d-aab622ce08ea' class='xr-var-data-in' type='checkbox'><label for='data-bc060731-511a-4324-aa0d-aab622ce08ea' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>159.5546875</dd><dt><span>max :</span></dt><dd>269.8671875</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 6.9GHz. Polarization: vertical.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_7_3h</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b29cda2b-652e-4ee1-892f-f5d4819829e0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b29cda2b-652e-4ee1-892f-f5d4819829e0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-20b6c06f-d0ff-49e9-bab1-33132634df20' class='xr-var-data-in' type='checkbox'><label for='data-20b6c06f-d0ff-49e9-bab1-33132634df20' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>76.984375</dd><dt><span>max :</span></dt><dd>264.3046875</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 7.3GHz. Polarization: horizontal.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_7_3v</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c7900bdc-fe0d-4505-809b-fcf6ba55fbbd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c7900bdc-fe0d-4505-809b-fcf6ba55fbbd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-49875e1f-762d-47d3-a161-a74c5b449361' class='xr-var-data-in' type='checkbox'><label for='data-49875e1f-762d-47d3-a161-a74c5b449361' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>160.0546875</dd><dt><span>max :</span></dt><dd>271.0</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 7.3GHz. Polarization: vertical.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_10_7h</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fd758c83-337a-44a5-acf0-84c83b0047cd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fd758c83-337a-44a5-acf0-84c83b0047cd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7a168b8e-a757-4022-a487-7402c0a5006e' class='xr-var-data-in' type='checkbox'><label for='data-7a168b8e-a757-4022-a487-7402c0a5006e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>82.3671875</dd><dt><span>max :</span></dt><dd>264.6875</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 10.7GHz. Polarization: horizontal.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_10_7v</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7ce0a37f-0408-4540-a4f1-ade83dd67914' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7ce0a37f-0408-4540-a4f1-ade83dd67914' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-608235f4-f0c4-462f-86ba-75eb35bb72f7' class='xr-var-data-in' type='checkbox'><label for='data-608235f4-f0c4-462f-86ba-75eb35bb72f7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>168.2578125</dd><dt><span>max :</span></dt><dd>271.859375</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 10.7GHz. Polarization: vertical.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_18_7h</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-835cb3aa-796c-4a38-be5a-a7c0ae88eaac' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-835cb3aa-796c-4a38-be5a-a7c0ae88eaac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f8f3ce2b-1d50-4ccb-aec7-d62dc45bc9d8' class='xr-var-data-in' type='checkbox'><label for='data-f8f3ce2b-1d50-4ccb-aec7-d62dc45bc9d8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>106.484375</dd><dt><span>max :</span></dt><dd>265.9296875</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 18.7GHz. Polarization: horizontal.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_18_7v</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-552ff513-d5da-4822-8386-e1344dfeb5c7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-552ff513-d5da-4822-8386-e1344dfeb5c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6de26885-bd9d-40fb-ba92-3ab560ed7c1f' class='xr-var-data-in' type='checkbox'><label for='data-6de26885-bd9d-40fb-ba92-3ab560ed7c1f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>189.3359375</dd><dt><span>max :</span></dt><dd>271.203125</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 18.7GHz. Polarization: vertical.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_23_8h</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-84ea6abc-c260-49f7-9cea-0d45ce4c4d04' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-84ea6abc-c260-49f7-9cea-0d45ce4c4d04' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-acb56116-3993-47d0-91cb-955e9cd23143' class='xr-var-data-in' type='checkbox'><label for='data-acb56116-3993-47d0-91cb-955e9cd23143' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>144.6640625</dd><dt><span>max :</span></dt><dd>266.671875</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 23.8GHz. Polarization: horizontal.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_23_8v</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-52583996-4add-4779-af9b-48b5e3cf6c29' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-52583996-4add-4779-af9b-48b5e3cf6c29' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9cdbc57a-7497-472c-99cf-0ae3e66323f1' class='xr-var-data-in' type='checkbox'><label for='data-9cdbc57a-7497-472c-99cf-0ae3e66323f1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>210.125</dd><dt><span>max :</span></dt><dd>272.6640625</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 23.8GHz. Polarization: vertical.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_36_5h</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ae887550-2109-4cd2-b930-99f794cc7c54' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ae887550-2109-4cd2-b930-99f794cc7c54' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-32a16f88-95f2-465c-9a8f-cbb82853816a' class='xr-var-data-in' type='checkbox'><label for='data-32a16f88-95f2-465c-9a8f-cbb82853816a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>138.4375</dd><dt><span>max :</span></dt><dd>266.9140625</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 36.5GHz. Polarization: horizontal.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_36_5v</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-774ae5db-7f84-4941-abcd-843969334077' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-774ae5db-7f84-4941-abcd-843969334077' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0ef8c29f-1120-44d3-a3d8-d37bab4b3636' class='xr-var-data-in' type='checkbox'><label for='data-0ef8c29f-1120-44d3-a3d8-d37bab4b3636' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>212.828125</dd><dt><span>max :</span></dt><dd>271.8203125</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 36.5GHz. Polarization: vertical.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_89_0h</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bf0bc4fc-b2c1-4ace-ba7a-dca232bc4436' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bf0bc4fc-b2c1-4ace-ba7a-dca232bc4436' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8d075577-cbe1-41ce-8579-3c0f2f39f4d0' class='xr-var-data-in' type='checkbox'><label for='data-8d075577-cbe1-41ce-8579-3c0f2f39f4d0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>193.875</dd><dt><span>max :</span></dt><dd>270.515625</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 89.0GHz. Polarization: horizontal.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>btemp_89_0v</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1f024ebc-bb4c-482b-9d26-646445a32ee2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1f024ebc-bb4c-482b-9d26-646445a32ee2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-304ce870-a5b7-4a7f-b254-f63ed824876c' class='xr-var-data-in' type='checkbox'><label for='data-304ce870-a5b7-4a7f-b254-f63ed824876c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>AMSR2_swaths :</span></dt><dd>GW1AM2_201806071337_073A_L1SGBTBR_2220220.h5</dd><dt><span>AMSR2_S1_delays :</span></dt><dd>14246</dd><dt><span>min :</span></dt><dd>217.7421875</dd><dt><span>max :</span></dt><dd>273.796875</dd><dt><span>description :</span></dt><dd>Brightness temperature in K at 89.0GHz. Polarization: vertical.</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>u10m_rotated</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-068cd42e-2d6a-4fa5-b45a-db9be6114505' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-068cd42e-2d6a-4fa5-b45a-db9be6114505' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2aa1821a-59ec-4ace-9071-cef0db055f8d' class='xr-var-data-in' type='checkbox'><label for='data-2aa1821a-59ec-4ace-9071-cef0db055f8d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/s</dd><dt><span>long_name :</span></dt><dd>ERA5 10m u-component of wind rotated to account for S-1 flight direction</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>v10m_rotated</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5b395923-397d-4ff5-8799-6e529e1a051b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5b395923-397d-4ff5-8799-6e529e1a051b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ec4ab7f6-4c10-45b8-a5df-d77139afcbe3' class='xr-var-data-in' type='checkbox'><label for='data-ec4ab7f6-4c10-45b8-a5df-d77139afcbe3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m/s</dd><dt><span>long_name :</span></dt><dd>ERA5 10m v-component of wind rotated to account for S-1 flight direction</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>t2m</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-394f087b-6ba1-48a4-889a-b181a1656083' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-394f087b-6ba1-48a4-889a-b181a1656083' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7a0a81b3-e283-4c13-b5e3-50266d88db06' class='xr-var-data-in' type='checkbox'><label for='data-7a0a81b3-e283-4c13-b5e3-50266d88db06' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>K</dd><dt><span>long_name :</span></dt><dd>ERA5 2m air temperature</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>skt</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-38f87254-b596-41c4-8206-70377191aaa2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-38f87254-b596-41c4-8206-70377191aaa2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd3a8ee9-69f4-4bc3-b37d-1eac77bfef49' class='xr-var-data-in' type='checkbox'><label for='data-bd3a8ee9-69f4-4bc3-b37d-1eac77bfef49' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>K</dd><dt><span>long_name :</span></dt><dd>ERA5 skin temperature</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tcwv</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4092390a-9b60-4c3b-9259-ce50e5229596' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4092390a-9b60-4c3b-9259-ce50e5229596' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d621a818-3d5e-4bf9-a5fd-f24cdab6b9be' class='xr-var-data-in' type='checkbox'><label for='data-d621a818-3d5e-4bf9-a5fd-f24cdab6b9be' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>kg/m2</dd><dt><span>long_name :</span></dt><dd>ERA5 total column water vapour</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tclw</span></div><div class='xr-var-dims'>(2km_grid_lines, 2km_grid_samples)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e46c553c-8b21-401a-a567-ce90149a81a8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e46c553c-8b21-401a-a567-ce90149a81a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cbb8c164-0387-4bb8-8968-9f876cedc51c' class='xr-var-data-in' type='checkbox'><label for='data-cbb8c164-0387-4bb8-8968-9f876cedc51c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>kg/m2</dd><dt><span>long_name :</span></dt><dd>ERA5 total cloud liquid water</dd></dl></div><div class='xr-var-data'><pre>[41392 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-42bce9c2-b06b-4084-ab89-0f549ae522ba' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-42bce9c2-b06b-4084-ab89-0f549ae522ba' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-32e83d48-8412-4a5b-a8bb-c0629e59fcb6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-32e83d48-8412-4a5b-a8bb-c0629e59fcb6' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>scene_id :</span></dt><dd>20180607T184326_dmi_prep.nc</dd><dt><span>original_id :</span></dt><dd>S1B_EW_GRDM_1SDH_20180607T184326_20180607T184426_011271_014B00_0BEC_icechart_dmi_201806071840_CentralEast_RIC.nc</dd><dt><span>ice_service :</span></dt><dd>dmi</dd><dt><span>flip :</span></dt><dd>0</dd><dt><span>pixel_spacing :</span></dt><dd>80</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:               (sar_lines: 4999, sar_samples: 5213,\n",
       "                           sar_sample_2dgrid_points: 21,\n",
       "                           sar_line_2dgrid_points: 21, 2km_grid_lines: 199,\n",
       "                           2km_grid_samples: 208)\n",
       "Dimensions without coordinates: sar_lines, sar_samples,\n",
       "                                sar_sample_2dgrid_points,\n",
       "                                sar_line_2dgrid_points, 2km_grid_lines,\n",
       "                                2km_grid_samples\n",
       "Data variables: (12/29)\n",
       "    SIC                   (sar_lines, sar_samples) uint8 ...\n",
       "    SOD                   (sar_lines, sar_samples) uint8 ...\n",
       "    FLOE                  (sar_lines, sar_samples) uint8 ...\n",
       "    sar_grid2d_latitude   (sar_sample_2dgrid_points, sar_line_2dgrid_points) float64 ...\n",
       "    sar_grid2d_longitude  (sar_sample_2dgrid_points, sar_line_2dgrid_points) float64 ...\n",
       "    nersc_sar_primary     (sar_lines, sar_samples) float32 ...\n",
       "    ...                    ...\n",
       "    u10m_rotated          (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "    v10m_rotated          (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "    t2m                   (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "    skt                   (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "    tcwv                  (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "    tclw                  (2km_grid_lines, 2km_grid_samples) float32 ...\n",
       "Attributes:\n",
       "    scene_id:       20180607T184326_dmi_prep.nc\n",
       "    original_id:    S1B_EW_GRDM_1SDH_20180607T184326_20180607T184426_011271_0...\n",
       "    ice_service:    dmi\n",
       "    flip:           0\n",
       "    pixel_spacing:  80"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fp = \"./sample_data/r2t_train/20180607T184326_dmi_prep.nc\"\n",
    "data = xr.open_dataset(fp)\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "HH = data.nersc_sar_primary\n",
    "HV = data.nersc_sar_secondary\n",
    "IA = data.sar_incidenceangle\n",
    "HH_masked = HH.where(HH != 0)\n",
    "HV_masked = HV.where(HV != 0)\n",
    "IA_masked = IA.where(IA != 0)\n",
    "img_mask = HH.where(HH == 0)\n",
    "\n",
    "grid_lats = data.sar_grid2d_latitude\n",
    "grid_lons = data.sar_grid2d_longitude\n",
    "\n",
    "SIC = data.SIC\n",
    "SOD = data.SOD\n",
    "FLOE = data.FLOE\n",
    "sod_masked = SOD.where(SOD != 255)\n",
    "sic_masked = SIC.where(SIC != 255)\n",
    "floe_masked = FLOE.where(FLOE != 255)\n",
    "label_mask = SOD.where(SOD == 255)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Image dims (h, w): (4999, 5213)\n",
      "Lat/Lon grid dims (h, w): (21, 21)\n",
      "Label dims (h, w): (4999, 5213)\n"
     ]
    }
   ],
   "source": [
    "assert HH.shape == HV.shape == IA.shape\n",
    "print(f\"Image dims (h, w): {HH.shape}\")\n",
    "\n",
    "assert grid_lats.shape == grid_lons.shape\n",
    "print(f\"Lat/Lon grid dims (h, w): {grid_lats.shape}\")\n",
    "\n",
    "assert SIC.shape == SOD.shape == FLOE.shape\n",
    "print(f\"Label dims (h, w): {SIC.shape}\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Display imagery"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f8fe05b3115441af94b7238a38de717d",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img src='' width=1400.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib widget\n",
    "\n",
    "fig, axs = plt.subplots(1, 3, figsize=(14, 4), frameon=False)\n",
    "axs[0].imshow(HH_masked, cmap='gray')\n",
    "axs[1].imshow(HV_masked, cmap='gray')\n",
    "axs[2].imshow(IA_masked, cmap='gray')\n",
    "\n",
    "for ax in axs:\n",
    "    ax.axis('off')\n",
    "\n",
    "fig.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Display labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "SOD_CLASSLABEL_LUT = {\n",
    "    0: 'Ice Free',\n",
    "    1: 'New',\n",
    "    2: 'Young',\n",
    "    3: 'Thin FY',\n",
    "    4: 'Thick FY',\n",
    "    5: 'Old',\n",
    "    # 255: 'Glacier/NaN'\n",
    "}\n",
    "SIC_CLASSLABEL_LUT = {\n",
    "    0: 'Ice Free',\n",
    "    1: '1/10',\n",
    "    2: '2/10',\n",
    "    3: '3/10',\n",
    "    4: '4/10',\n",
    "    5: '5/10', \n",
    "    6: '6/10',\n",
    "    7: '7/10', \n",
    "    8: '8/10',\n",
    "    9: '9/10',\n",
    "    10: '10/10',\n",
    "    # 255: 'NaN'\n",
    "}\n",
    "FLOE_CLASSLABEL_LUT = {\n",
    "    0: 'Ice Free',\n",
    "    1: 'Ice Cake',\n",
    "    2: 'Small Floe',\n",
    "    3: 'Medium Floe',\n",
    "    4: 'Big Floe',\n",
    "    5: 'Vast/Giant Floe',\n",
    "    6: 'Berg Ice',\n",
    "    # 255: 'Pancake/Fast/NaN'\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SOD values: [0, 4, 255]\n",
      "SIC values: [0, 3, 5, 6, 8, 10, 255]\n",
      "FLOE values: [0, 1, 3, 4, 5, 255]\n"
     ]
    }
   ],
   "source": [
    "print(f\"SOD values: {np.unique(SOD).tolist()}\")\n",
    "print(f\"SIC values: {np.unique(SIC).tolist()}\")\n",
    "print(f\"FLOE values: {np.unique(FLOE).tolist()}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_sic(sic_data, fig, ax):\n",
    "    divider = make_axes_locatable(ax)\n",
    "    cax = divider.append_axes('right', size='5%', pad=0.05)\n",
    "\n",
    "    # Set up discrete colormap for labels\n",
    "    boundaries = []\n",
    "    sic_keys = list(SIC_CLASSLABEL_LUT.keys())\n",
    "    for sic_key in sic_keys:\n",
    "        boundaries.append(sic_key-0.5)\n",
    "    boundaries.append(sic_keys[-1]+0.5)\n",
    "    assert len(boundaries) == len(sic_keys) + 1\n",
    "\n",
    "    cmap = cmocean.cm.ice\n",
    "    cmap.set_bad('grey')\n",
    "    norm = mpl.colors.BoundaryNorm(boundaries, ncolors=cmap.N)\n",
    "\n",
    "    sic_tick_formatter = mpl.ticker.FuncFormatter(lambda val, loc: SIC_CLASSLABEL_LUT[val])\n",
    "\n",
    "    im = ax.imshow(sic_data, norm=norm, cmap=cmap)\n",
    "    fig.colorbar(im, cax=cax, ticks=[0, 2, 4, 6, 8, 10], format=sic_tick_formatter)\n",
    "    ax.set_title(\"SIC\")\n",
    "\n",
    "\n",
    "def plot_sod(sod_data, fig, ax):\n",
    "    divider = make_axes_locatable(ax)\n",
    "    cax = divider.append_axes('right', size='5%', pad=0.05)\n",
    "\n",
    "    # Set up discrete colormap for labels\n",
    "    boundaries = []\n",
    "    sod_keys = list(SOD_CLASSLABEL_LUT.keys())\n",
    "    for sod_key in sod_keys:\n",
    "        boundaries.append(sod_key-0.5)\n",
    "    boundaries.append(sod_keys[-1]+0.5)\n",
    "    assert len(boundaries) == len(sod_keys) + 1\n",
    "\n",
    "    # cmap = cmocean.cm.thermal\n",
    "    cmap = mpl.colormaps['gist_earth']\n",
    "    cmap.set_bad('grey')\n",
    "    norm = mpl.colors.BoundaryNorm(boundaries, ncolors=cmap.N)\n",
    "\n",
    "    sod_tick_formatter = mpl.ticker.FuncFormatter(lambda val, loc: SOD_CLASSLABEL_LUT[val])\n",
    "\n",
    "    im = ax.imshow(sod_data, norm=norm, cmap=cmap)\n",
    "    fig.colorbar(im, cax=cax, ticks=[0, 1, 2, 3, 4, 5], format=sod_tick_formatter)\n",
    "    ax.set_title(\"SOD\")\n",
    "\n",
    "\n",
    "def plot_floe(floe_data, fig, ax):\n",
    "    divider = make_axes_locatable(ax)\n",
    "    cax = divider.append_axes('right', size='5%', pad=0.05)\n",
    "\n",
    "    # Set up discrete colormap for labels\n",
    "    boundaries = []\n",
    "    floe_keys = list(FLOE_CLASSLABEL_LUT.keys())\n",
    "    for floe_key in floe_keys:\n",
    "        boundaries.append(floe_key-0.5)\n",
    "    boundaries.append(floe_keys[-1]+0.5)\n",
    "    assert len(boundaries) == len(floe_keys) + 1\n",
    "\n",
    "    cmap = cmocean.cm.deep\n",
    "    cmap = cmap.reversed()\n",
    "    cmap.set_bad('grey')\n",
    "    norm = mpl.colors.BoundaryNorm(boundaries, ncolors=cmap.N)\n",
    "\n",
    "    floe_tick_formatter = mpl.ticker.FuncFormatter(lambda val, loc: FLOE_CLASSLABEL_LUT[val])\n",
    "\n",
    "    im = ax.imshow(floe_data, norm=norm, cmap=cmap)\n",
    "    fig.colorbar(im, cax=cax, ticks=[0, 1, 2, 3, 4, 5, 6], format=floe_tick_formatter)\n",
    "    ax.set_title(\"FLOE\")\n",
    "\n",
    "\n",
    "def plot_img_band(img_data, ax):\n",
    "    cmap = plt.get_cmap('gray')\n",
    "    cmap.set_bad('grey')\n",
    "    ax.imshow(img_data, cmap=cmap)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d162b5a575f34e2096cd1859f8152760",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img src='' width=1400.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib widget\n",
    "\n",
    "fig, axs = plt.subplots(1, 3, figsize=(14, 6))\n",
    "\n",
    "plot_sic(sic_masked, fig, axs[0])\n",
    "plot_sod(sod_masked, fig, axs[1])\n",
    "plot_floe(floe_masked, fig, axs[2])\n",
    "\n",
    "for ax in axs:\n",
    "    ax.axis('off')\n",
    "\n",
    "fig.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All together now"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1600x800 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "fig, axs = plt.subplots(2, 3, figsize=(16, 8))\n",
    "\n",
    "plot_img_band(HH_masked, axs[0, 0])\n",
    "axs[0, 0].set_title(\"HH\")\n",
    "plot_img_band(HV_masked, axs[0, 1])\n",
    "axs[0, 1].set_title(\"HV\")\n",
    "plot_img_band(IA_masked, axs[0, 2])\n",
    "axs[0, 2].set_title(\"IA\")\n",
    "\n",
    "plot_sic(sic_masked, fig, axs[1, 0])\n",
    "plot_sod(sod_masked, fig, axs[1, 1])\n",
    "plot_floe(floe_masked, fig, axs[1, 2])\n",
    "\n",
    "fig.tight_layout()\n",
    "for r in axs:\n",
    "    for ax in r:\n",
    "        ax.axis('off')\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "autoice",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.16"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "99534d4451e2aa836ea3ca22665c6342aa46a0e8b7b66dba85adb971dcb5e33c"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
